Unit Testing Tutorial - 2 | Unit Testing in Data Science and Data Engineering

  Рет қаралды 5,457

Johannes Frey

Johannes Frey

Күн бұрын

What is Unit testing? Why should you use Unit testing in Data Science and Data Engineering? Well, the idea of unit tests is to test a unit of code. Also unit tests are the easiest tests to implement and provide you with a very good amount of peace of mind. Some might say unit tests don’t really apply to data science or data engineering. I personally use them quite often. For example, in data engineering, whenever you have some sort of data transformation... this is a good case for a unit test.
In the last video we've talked about general software testing and differences between Unit Testing, Integration testing, and End2End testing. In this unit testing tutorial I show you examples of unit tests in python.
Unit Testing Tutorial - 1 | Why you should use Unit Testing
• Unit Testing Tutorial ...
All social media_______________________
Facebook: / johannesfrey86
Twitter: / johannesfrey86
Instagram: / johannesfrey86
LinkedIn: / johannesf. .
About the channel_____________________
Awesome Data science without much math and everything you need to know to deploy your machine learning models!
--
All videos will be easy to follow and I'll try to reduce the complicated mathematical stuff to a minimum because I believe that you don't need to know how a CPU works to be able to operate a PC...
GitHub: github.com/cod...
Equipment ___________________________
Laptop: geni.us/4UKVn9
Keyboard: geni.us/tSMLRPR
Mouse: geni.us/KDny2nT
Display: geni.us/7Jg2
Headphones: geni.us/VhTZ
Camera 1: geni.us/KX5cxkA
Lens Camera 1: geni.us/GmphhE
Camera 2: geni.us/tBEgUTr
Lens Camera 2: geni.us/w651W
Audio-Recorder: geni.us/ottXh
Microphone: geni.us/6ax7aP
Light: geni.us/8c6SNBx
Softbox: geni.us/vhIHo4
Accent Lights: geni.us/ThqF1
#unittesting #unittestsolution #softwaretesting #datascience #machinelearning #DataEngineering #datascience #DataScience #DataEngineer

Пікірлер: 7
Unit Testing Tutorial - 3 | Setup Pytest And Write Unit Tests
10:10
Johannes Frey
Рет қаралды 1,5 М.
ML Engineering is Not What You Think - ML jobs Explained
13:23
Boris Meinardus
Рет қаралды 99 М.
Underwater Challenge 😱
00:37
Topper Guild
Рет қаралды 47 МЛН
АЗАРТНИК 4 |СЕЗОН 1 Серия
40:47
Inter Production
Рет қаралды 1,2 МЛН
escape in roblox in real life
00:13
Kan Andrey
Рет қаралды 12 МЛН
How To Write Unit Tests For Existing Python Code // Part 1 of 2
25:07
Thoughts About Unit Testing | Prime Reacts
11:21
ThePrimeTime
Рет қаралды 222 М.
Data Engineering Career Tips By Airbnb Data Engineer | Part 1
31:05
Unit Testing Tutorial - 1 | Why you should use Unit Testing
8:55
Writing Unit Tests for Data Science Code | Microsoft
30:59
Data Council
Рет қаралды 1 М.
Property-Based Testing In Python: Hypothesis is AWESOME
21:23
ArjanCodes
Рет қаралды 49 М.
Pytest Tutorial - How to Test Python Code
1:28:39
freeCodeCamp.org
Рет қаралды 190 М.
How I would learn Data Engineering (if I could start over)
11:21
Learn to Efficiently Test ETL Pipelines
35:13
Databricks
Рет қаралды 10 М.
MLOps Tutorial #5: Automated Testing for Machine Learning
9:57
Underwater Challenge 😱
00:37
Topper Guild
Рет қаралды 47 МЛН